| 2010 | A New Neural Model for Traffic Simulation. | Enrique Mrida Casermeiro, Gabriel Aguilera Venegas, Jos Luis Galn Garca, Pedro Rodrguez Cielos |
| 2010 | Ensemble-Based Methods for Cancellable Biometrics. | Anne M. P. Canuto, Michael C. Fairhurst, Laura Emmanuella A. Santana, Fernando Pintro, Antonino Feitosa Neto |
| 2010 | Using Reinforcement Learning to Guide the Development of Self-organised Feature Maps for Visual Orienting. | Kevin Brohan, Kevin N. Gurney, Piotr Dudek |
| 2010 | Sparse Coding for Feature Selection on Genome-Wide Association Data. | Ingrid Brnne, Kai Labusch, Amir Madany Mamlouk |
| 2010 | A Novel Single-Trial Analysis Scheme for Characterizing the Presaccadic Brain Activity Based on a SON Representation. | Konstantinos Bozas, Stavros I. Dimitriadis, Nikolaos A. Laskaris, Areti Tzelepi |
| 2010 | The Complex Gaussian Kernel LMS Algorithm. | Pantelis Bouboulis, Sergios Theodoridis |
| 2010 | Representing, Learning and Extracting Temporal Knowledge from Neural Networks: A Case Study. | Rafael V. Borges, Artur S. d'Avila Garcez, Lus C. Lamb |
| 2010 | Improving the Robustness of Subspace Learning Techniques for Facial Expression Recognition. | Dimitris Bolis, Anastasios Maronidis, Anastasios Tefas, Ioannis Pitas |
| 2010 | Visualization of Changes in Process Dynamics Using Self-Organizing Maps. | Ignacio Daz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez Gonzlez, Manuel Domnguez-Gonzlez, Juan J. Fuertes-Martnez, Miguel A. Prada |
| 2010 | Improving Accuracy of LVQ Algorithm by Instance Weighting. | Marcin Blachnik, Wlodzislaw Duch |
| 2010 | A Bilinear Model for Consistent Topographic Representations. | Urs Bergmann, Christoph von der Malsburg |
| 2010 | Hardware Implementation of a CPG-Based Locomotion Control for Quadruped Robots. | Jose Hugo Barron-Zambrano, Csar Torres-Huitzil, Bernard Girau |
| 2010 | Self-Organizing Maps for Improving the Channel Estimation and Predictive Modelling Phase of Cognitive Radio Systems. | Aimilia Bantouna, Kostas Tsagkaris, Panagiotis Demestichas |
| 2010 | Bio-inspired Architecture for Human Detection. | Daniel Alejandro Gonzlez Bandala, Pedro Luis Snchez Orellana, Claudio Castellanos Snchez |
| 2010 | Action Classification in Soccer Videos with Long Short-Term Memory Recurrent Neural Networks. | Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt |
| 2010 | Data Mining Methods for Quality Assurance in an Environmental Monitoring Network. | Ioannis N. Athanasiadis, Andrea Emilio Rizzoli, Daniel W. Beard |
| 2010 | Transmission of Distributed Deterministic Temporal Information through a Diverging/Converging Three-Layers Neural Network. | Yoshiyuki Asai, Alessandro E. P. Villa |
| 2010 | Removing an Object from Video Sequence Algorithm Implemented on Analog CNN and DSP Microprocessors. | Emel Arslan, Sabri Arik |
| 2010 | Integrative Learning between Language and Action: A Neuro-Robotics Experiment. | Hiroaki Arie, Tetsuro Endo, Sungmoon Jeong, Minho Lee, Shigeki Sugano, Jun Tani |
| 2010 | Clustering Using Elements of Information Theory. | Daniel de Arajo, Adrio Duarte Dria Neto, Jorge Dantas de Melo, Allan de Medeiros Martins |
| 2010 | Tumble Tree - Reducing Complexity of the Growing Cells Approach. | Hendrik Annuth, Christian-A. Bohn |
| 2010 | Large Scale Problem Solving with Neural Networks: The Netflix Prize Case. | Nicholas Ampazis |
| 2010 | Genetically Tuned Controller of an Adaptive Cruise Control for Urban Traffic Based on Ultrasounds. | Luciano Alonso, Juan Prez-Oria, Mnica Fernndez, Cristina Rodrguez, Jess Arce, Manuel Ibarra, Vctor Ordoez |
| 2010 | Adaptive Classifiers with ICI-Based Adaptive Knowledge Base Management. | Cesare Alippi, Giacomo Boracchi, Manuel Roveri |
| 2010 | An Efficient Collaborative Recommender System Based on | Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis |